The role of artificial intelligence in enhancing clinical nursing care: A scoping review
被引:26
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作者:
Ng, Zi Qi Pamela
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Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, Singapore
Ng, Zi Qi Pamela
[1
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Ling, Li Ying Janice
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Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, Singapore
Ling, Li Ying Janice
[1
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Chew, Han Shi Jocelyn
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Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, Singapore
Chew, Han Shi Jocelyn
[1
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Lau, Ying
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Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, Singapore
Lau, Ying
[1
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机构:
[1] Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, 10 Med Dr, Singapore 117597, Singapore
Aim To present an overview of how artificial intelligence has been used to improve clinical nursing care. Background Artificial intelligence has been reshaping the healthcare industry but little is known about its applicability in enhancing nursing care. Evaluation A scoping review was conducted. Seven electronic databases (CINAHL, Cochrane Library, EMBASE, IEEE Xplore, PubMed, Scopus, and Web of Science) were searched from 1 January 2010 till 20 December 2020. Grey literature and reference lists of included articles were also searched. Key issues Thirty-seven studies encapsulating the use of artificial intelligence in improving clinical nursing care were included in this review. Six use cases were identified - documentation, formulating nursing diagnoses, formulating nursing care plans, patient monitoring, patient care prediction such as falls prediction (most common) and wound management. Various techniques of machine learning and classification were used for predictive analyses and to improve nurses' preparedness and management of patients' conditions Conclusion This review highlighted the potential of artificial intelligence in improving the quality of nursing care. However, more randomized controlled trials in real-life healthcare settings should be conducted to enhance the rigor of evidence. Implications for Nursing Management Education in the application of artificial intelligence should be promoted to empower nurses to lead technological transformations and not passively trail behind others.
机构:
Cent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Zhou, Tianji
Luo, Yuanhui
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Cent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Luo, Yuanhui
Li, Juan
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Cent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Li, Juan
Zhang, Hanyi
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Cent South Univ, Xiangya Hosp, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Zhang, Hanyi
Meng, Zhenyu
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Cent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Meng, Zhenyu
Xiong, Wenjin
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Cent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Xiong, Wenjin
Zhang, Jingping
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机构:
Cent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
Cent South Univ, Nursing Psychol Res Ctr, Xiangya Sch Nursing, 172 Tongzi Po Rd, Changsha 410013, Hunan, Peoples R ChinaCent South Univ, Xiangya Sch Nursing, Changsha, Hunan, Peoples R China
机构:
Western Univ, Dept Epidemiol & Biostat, London, ON, Canada
Western Univ, Dept Comp Sci, London, ON, CanadaWestern Univ, Dept Epidemiol & Biostat, London, ON, Canada
Kueper, Jacqueline K.
Terry, Amanda L.
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Western Univ, Schulich Interfac Program Publ Hlth, Dept Epidemiol & Biostat, Family Med, London, ON, CanadaWestern Univ, Dept Epidemiol & Biostat, London, ON, Canada
Terry, Amanda L.
Zwarenstein, Merrick
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Western Univ, Dept Epidemiol & Biostat, London, ON, Canada
Western Univ, Dept Family Med, London, ON, CanadaWestern Univ, Dept Epidemiol & Biostat, London, ON, Canada
Zwarenstein, Merrick
Lizotte, Daniel J.
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Western Univ, Schulich Interfac Program Publ Hlth Stat & Actuar, Dept Epidemiol & Biostat, Comp Sci, London, ON, CanadaWestern Univ, Dept Epidemiol & Biostat, London, ON, Canada
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Western Univ, Schulich Sch Med & Dent, London, ON, Canada
Univ British Columbia, Dept Obstet & Gynecol, Fac Med, Vancouver, BC, CanadaWestern Univ, Schulich Sch Med & Dent, London, ON, Canada
Sivajohan, Brintha
Elgendi, Mohamed
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Univ British Columbia, Dept Obstet & Gynecol, Fac Med, Vancouver, BC, Canada
Swiss Fed Inst Technol, Dept Hlth Sci & Technol, Biomed & Mobile Hlth Technol Lab, Zurich, SwitzerlandWestern Univ, Schulich Sch Med & Dent, London, ON, Canada
Elgendi, Mohamed
Menon, Carlo
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机构:Western Univ, Schulich Sch Med & Dent, London, ON, Canada
Menon, Carlo
Allaire, Catherine
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Univ British Columbia, Dept Obstet & Gynecol, Fac Med, Vancouver, BC, Canada
British Columbia Womens Hosp, Vancouver, BC, CanadaWestern Univ, Schulich Sch Med & Dent, London, ON, Canada
Allaire, Catherine
Yong, Paul
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Univ British Columbia, Dept Obstet & Gynecol, Fac Med, Vancouver, BC, Canada
British Columbia Womens Hosp, Vancouver, BC, CanadaWestern Univ, Schulich Sch Med & Dent, London, ON, Canada
Yong, Paul
Bedaiwy, Mohamed A.
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Univ British Columbia, Dept Obstet & Gynecol, Fac Med, Vancouver, BC, Canada
British Columbia Womens Hosp, Vancouver, BC, CanadaWestern Univ, Schulich Sch Med & Dent, London, ON, Canada
机构:
Univ Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Jean MacFarlane Bldg, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Jean MacFarlane Bldg, Manchester M13 9PL, Lancs, England
O'Connor, Siobhan
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Gasteiger, Norina
Stanmore, Emma
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Univ Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Jean MacFarlane Bldg, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Jean MacFarlane Bldg, Manchester M13 9PL, Lancs, England
Stanmore, Emma
Wong, David C.
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Univ Manchester, Div Informat Imaging & Data Sci, Manchester, Lancs, EnglandUniv Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Jean MacFarlane Bldg, Manchester M13 9PL, Lancs, England
Wong, David C.
Lee, Jung Jae
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Univ Hong Kong, Sch Nursing, Pokfulam, Hong Kong, Peoples R ChinaUniv Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Jean MacFarlane Bldg, Manchester M13 9PL, Lancs, England